MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641113148 A) filed by R. M. K. College Of Engineering And Technology on September 21, 2026, for Ai-Enabled Continuous Cyber Risk Quantification And Dynamic Security Investment Optimization System.
Inventors include Ms. P. Arthi Devarani; Rakshana R; Rakshana B; Somavarapu; Naga Tejaswini; Sandhya P; Sharuka D; Saichaitra C; Sandhiya J; Ramya B; Raagavi A P; Raja Shree M A; and Roshan M.
The application for the patent was published on September 25, 2026, under issue no. 39/2026.
Abstract: The present invention discloses an AI-enabled continuous cyber risk quantification and dynamic security investment optimization system for cybersecurity risk management. The system receives heterogeneous security telemetry, vulnerability data, asset criticality information, and security-control effectiveness information and normalizes the information into a unified representation. A financial risk quantification module converts technical risk conditions into quantified financial cyber risk exposure. An artificial intelligence-based analysis module identifies principal risk drivers, generates human-readable explanations, and proposes candidate mitigation strategies. A what-if simulation module estimates the change in financial risk resulting from proposed security controls without requiring their implementation. A dynamic budget optimization module evaluates candidate investments according to cost and simulated risk reduction and identifies an investment combination satisfying a defined budget constraint. A continuous feedback mechanism detects qualifying changes, including new vulnerabilities, asset modifications, or security- control changes, and automatically repeats the analysis and optimization process. Recommendations are submitted to a human decision-maker for approval before execution, thereby providing continuous, financially quantified, AI-assisted cybersecurity investment decision support.
Disclaimer: Curated by HT Syndication.
